{"id":"W2210233376","doi":"10.1177/039139880402700203","title":"Peritoneal Dialysis: Where is it Now and Where is it Going?","year":2004,"lang":"en","type":"editorial","venue":"The International Journal of Artificial Organs","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Peritoneal dialysis; Business; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007735663,0.0003849605,0.0007897111,0.000362892,0.0001516416,0.0004222932,0.0007897661,0.00032801,0.002920747],"category_scores_gemma":[0.0003466136,0.000252968,0.000680765,0.0001990429,0.0001898,0.0001712899,0.0002359822,0.0009639797,0.0002683514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004071595,"about_ca_system_score_gemma":0.00093992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001411386,"about_ca_topic_score_gemma":0.0007015321,"domain_scores_codex":[0.9953151,0.000078228,0.001151982,0.0003537772,0.002820198,0.0002807213],"domain_scores_gemma":[0.9967934,0.0002430093,0.0009273295,0.0003352505,0.001442236,0.0002587695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007755376,0.0003394748,0.0001096179,0.0001131918,0.003143676,0.0004299283,0.002493103,0.00002668677,0.0005774405,0.00005329797,0.9896047,0.002333423],"study_design_scores_gemma":[0.001142244,0.0002809912,0.0001284386,0.001428415,0.002526961,0.00005570832,0.001284828,0.00007673182,0.0005881479,0.0004290297,0.9917887,0.0002698425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.02337075,0.004548269,0.0003538397,0.2743861,0.6912792,0.0005355343,0.0005880926,0.0000321581,0.004906055],"genre_scores_gemma":[0.03052636,0.009215279,0.0002124046,0.004604996,0.9391245,0.000008250887,0.00009972462,0.0001138253,0.0160946],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2697811,"threshold_uncertainty_score":0.9999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338682024853988,"score_gpt":0.2949771416429078,"score_spread":0.2815903213943679,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}